The No-Prop algorithm: A new learning algorithm for multilayer neural networks

Neural Networks

Volumn 37, Issue , 2013, Pages 182-188

  Widrow, Bernard ^a   Greenblatt, Aaron ^a   Kim, Youngsik ^a   Park, Dookun ^a  

^a Stanford University   (United States)

Author keywords

Backpropagation; Neural networks; Training algorithm

Indexed keywords

HIDDEN LAYERS; LEAST MEAN SQUARE ERROR; LMS ALGORITHMS; NETWORK CAPACITY; OUTPUT LAYER; RANDOM VALUES; STEEPEST DESCENT; TRAINING ALGORITHMS; TRAINING PATTERNS; WORK IN PROGRESS;

BACKPROPAGATION; MULTILAYER NEURAL NETWORKS; NEURAL NETWORKS; NEURONS;

LEARNING ALGORITHMS;

ANALYTICAL ERROR; ARTICLE; BACK PROPAGATION; CELL COUNT; CELL SIZE; CELL STRUCTURE; CLASSIFIER; LEARNING ALGORITHM; LEAST MEAN SQUARE ERROR CAPACITY; LINEAR SYSTEM; NERVE CELL NETWORK; NO PROPAGATION ALGORITHM; NONLINEAR SYSTEM; PRIORITY JOURNAL; STATISTICAL ANALYSIS; WEIGHT; ALGORITHM; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION ALGORITHM; CLASSIFICATION ALGORITHM; INTERMETHOD COMPARISON; ARTIFICIAL INTELLIGENCE; COMPUTER; COMPUTER PROGRAM; COMPUTER SIMULATION; HUMAN;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; COMPUTERS; HUMANS; NEURAL NETWORKS (COMPUTER); SOFTWARE;

EID: 84870473129     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2012.09.020     Document Type: Article

References (7)

1. Haykin S. Neural networks: a comprehensive foundation 1999, Prentice Hall, New Jersey.
2. Parallel distributed processing 1986, MIT press, Cambridge, MA. D.E. Rumelhart, J.L. McClellan (Eds.).
3. Werbos, P. J. (1974). Beyond regression: new tools for prediction and analysis in the behavioral sciences. Ph.D. Thesis Harvard University, Cambridge, MA.
4. Widrow, B., & Hoff, M. E. (1960). Adaptive switching circuits. In IRE WESCON Convention Record.
5. Widrow, B., & Lehr, M. A. (1992). Backpropagation and its applications. In Proceedings of the INNS summer workshop on neural network computing for the electric power industry. Stanford, 21-29, August.
6. Widrow B., Stearns S.D. Adaptive signal processing 1985, Prentice Hall, New Jersey.
7. Widrow B., Walach E. Adaptive inverse control 1995, Prentice Hall, New Jersey.